Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 279 |
| Missing cells | 11 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 26.2 KiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 11 |
|---|
Consumer Sentiment is highly overall correlated with VIX Index | High correlation |
Core Inflation is highly overall correlated with Industrial Production and 3 other fields | High correlation |
Industrial Production is highly overall correlated with Core Inflation and 4 other fields | High correlation |
Inflation (CPI) is highly overall correlated with Core Inflation and 3 other fields | High correlation |
Interest Rate is highly overall correlated with Unemployment Rate | High correlation |
Retail Sales is highly overall correlated with Core Inflation and 4 other fields | High correlation |
S&P 500 Index is highly overall correlated with Core Inflation and 5 other fields | High correlation |
Trade Balance is highly overall correlated with S&P 500 Index and 1 other fields | High correlation |
Unemployment Rate is highly overall correlated with Industrial Production and 4 other fields | High correlation |
VIX Index is highly overall correlated with Consumer Sentiment | High correlation |
Reproduction
| Analysis started | 2025-04-21 23:02:19.126991 |
|---|---|
| Analysis finished | 2025-04-21 23:02:36.286741 |
| Duration | 17.16 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Trade Balance
Real number (ℝ)
High correlation
| Distinct | 278 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -51683.432 |
| Minimum | -130652 |
|---|---|
| Maximum | -25839 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 278 |
| Negative (%) | 99.6% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | -130652 |
|---|---|
| 5-th percentile | -77266.6 |
| Q1 | -61987 |
| median | -46957 |
| Q3 | -41003.25 |
| 95-th percentile | -33980.3 |
| Maximum | -25839 |
| Range | 104813 |
| Interquartile range (IQR) | 20983.75 |
Descriptive statistics
| Standard deviation | 15137.313 |
|---|---|
| Coefficient of variation (CV) | -0.29288522 |
| Kurtosis | 3.6575497 |
| Mean | -51683.432 |
| Median Absolute Deviation (MAD) | 8428.5 |
| Skewness | -1.4060535 |
| Sum | -14367994 |
| Variance | 2.2913826 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -29678 | 1 | 0.4% |
| -43985 | 1 | 0.4% |
| -45463 | 1 | 0.4% |
| -42848 | 1 | 0.4% |
| -41593 | 1 | 0.4% |
| -41391 | 1 | 0.4% |
| -43854 | 1 | 0.4% |
| -42579 | 1 | 0.4% |
| -44227 | 1 | 0.4% |
| -40146 | 1 | 0.4% |
| Other values (268) | 268 |
| Value | Count | Frequency (%) |
| -130652 | 1 | |
| -122662 | 1 | |
| -101914 | 1 | |
| -98062 | 1 | |
| -87070 | 1 | |
| -85565 | 1 | |
| -85376 | 1 | |
| -85014 | 1 | |
| -84255 | 1 | |
| -81215 | 1 |
| Value | Count | Frequency (%) |
| -25839 | 1 | |
| -27152 | 1 | |
| -28778 | 1 | |
| -29678 | 1 | |
| -30193 | 1 | |
| -30473 | 1 | |
| -31161 | 1 | |
| -31674 | 1 | |
| -32501 | 1 | |
| -33307 | 1 |
Inflation (CPI)
Real number (ℝ)
High correlation
| Distinct | 272 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 235.33747 |
| Minimum | 177.7 |
|---|---|
| Maximum | 319.775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 177.7 |
|---|---|
| 5-th percentile | 183.07 |
| Q1 | 209.601 |
| median | 233.1965 |
| Q3 | 255.228 |
| 95-th percentile | 308.89385 |
| Maximum | 319.775 |
| Range | 142.075 |
| Interquartile range (IQR) | 45.627 |
Descriptive statistics
| Standard deviation | 36.541557 |
|---|---|
| Coefficient of variation (CV) | 0.15527301 |
| Kurtosis | -0.31262196 |
| Mean | 235.33747 |
| Median Absolute Deviation (MAD) | 22.231 |
| Skewness | 0.56129769 |
| Sum | 65423.818 |
| Variance | 1335.2854 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 193.7 | 2 | 0.7% |
| 237.498 | 2 | 0.7% |
| 198.1 | 2 | 0.7% |
| 224.806 | 2 | 0.7% |
| 191.7 | 2 | 0.7% |
| 255.802 | 2 | 0.7% |
| 243.618 | 1 | 0.4% |
| 244.006 | 1 | 0.4% |
| 243.892 | 1 | 0.4% |
| 244.193 | 1 | 0.4% |
| Other values (262) | 262 |
| Value | Count | Frequency (%) |
| 177.7 | 1 | |
| 178 | 1 | |
| 178.5 | 1 | |
| 179.3 | 1 | |
| 179.5 | 1 | |
| 179.6 | 1 | |
| 180 | 1 | |
| 180.5 | 1 | |
| 180.8 | 1 | |
| 181.2 | 1 |
| Value | Count | Frequency (%) |
| 319.775 | 1 | |
| 319.086 | 1 | |
| 317.603 | 1 | |
| 316.449 | 1 | |
| 315.564 | 1 | |
| 314.851 | 1 | |
| 314.131 | 1 | |
| 313.566 | 1 | |
| 313.14 | 1 | |
| 313.131 | 1 |
Core Inflation
Real number (ℝ)
High correlation
| Distinct | 275 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 240.17455 |
| Minimum | 188.7 |
|---|---|
| Maximum | 325.475 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 188.7 |
|---|---|
| 5-th percentile | 192.5 |
| Q1 | 212.22275 |
| median | 234.108 |
| Q3 | 262.162 |
| 95-th percentile | 313.40385 |
| Maximum | 325.475 |
| Range | 136.775 |
| Interquartile range (IQR) | 49.93925 |
Descriptive statistics
| Standard deviation | 36.171605 |
|---|---|
| Coefficient of variation (CV) | 0.15060549 |
| Kurtosis | -0.40941167 |
| Mean | 240.17455 |
| Median Absolute Deviation (MAD) | 24.7495 |
| Skewness | 0.64282909 |
| Sum | 66768.524 |
| Variance | 1308.385 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 192.5 | 3 | 1.1% |
| 194 | 2 | 0.7% |
| 188.7 | 1 | 0.4% |
| 254.344 | 1 | 0.4% |
| 253.816 | 1 | 0.4% |
| 253.526 | 1 | 0.4% |
| 252.812 | 1 | 0.4% |
| 252.535 | 1 | 0.4% |
| 251.985 | 1 | 0.4% |
| 251.746 | 1 | 0.4% |
| Other values (265) | 265 |
| Value | Count | Frequency (%) |
| 188.7 | 1 | |
| 189.1 | 1 | |
| 189.2 | 1 | |
| 189.7 | 1 | |
| 190 | 1 | |
| 190.2 | 1 | |
| 190.5 | 1 | |
| 191.1 | 1 | |
| 191.3 | 1 | |
| 191.5 | 1 |
| Value | Count | Frequency (%) |
| 325.475 | 1 | |
| 324.739 | 1 | |
| 323.296 | 1 | |
| 322.619 | 1 | |
| 321.688 | 1 | |
| 320.835 | 1 | |
| 319.839 | 1 | |
| 318.933 | 1 | |
| 318.343 | 1 | |
| 318.053 | 1 |
Interest Rate
Real number (ℝ)
High correlation
| Distinct | 125 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6656835 |
| Minimum | 0.05 |
|---|---|
| Maximum | 5.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 0.1325 |
| median | 1.01 |
| Q3 | 2.4075 |
| 95-th percentile | 5.26 |
| Maximum | 5.33 |
| Range | 5.28 |
| Interquartile range (IQR) | 2.275 |
Descriptive statistics
| Standard deviation | 1.8271595 |
|---|---|
| Coefficient of variation (CV) | 1.0969428 |
| Kurtosis | -0.53664825 |
| Mean | 1.6656835 |
| Median Absolute Deviation (MAD) | 0.91 |
| Skewness | 0.95184835 |
| Sum | 463.06 |
| Variance | 3.338512 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.09 | 20 | 7.2% |
| 0.08 | 16 | 5.7% |
| 5.33 | 13 | 4.7% |
| 0.16 | 11 | 3.9% |
| 0.12 | 8 | 2.9% |
| 5.25 | 8 | 2.9% |
| 0.07 | 7 | 2.5% |
| 0.14 | 7 | 2.5% |
| 0.1 | 6 | 2.2% |
| 0.15 | 5 | 1.8% |
| Other values (115) | 177 |
| Value | Count | Frequency (%) |
| 0.05 | 2 | 0.7% |
| 0.06 | 1 | 0.4% |
| 0.07 | 7 | 2.5% |
| 0.08 | 16 | |
| 0.09 | 20 | |
| 0.1 | 6 | 2.2% |
| 0.11 | 5 | 1.8% |
| 0.12 | 8 | 2.9% |
| 0.13 | 5 | 1.8% |
| 0.14 | 7 | 2.5% |
| Value | Count | Frequency (%) |
| 5.33 | 13 | |
| 5.26 | 3 | 1.1% |
| 5.25 | 8 | |
| 5.24 | 2 | 0.7% |
| 5.13 | 1 | 0.4% |
| 5.12 | 1 | 0.4% |
| 5.08 | 1 | 0.4% |
| 5.06 | 1 | 0.4% |
| 5.02 | 1 | 0.4% |
| 4.99 | 1 | 0.4% |
Industrial Production
Real number (ℝ)
High correlation
| Distinct | 278 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.841851 |
| Minimum | 84.6746 |
|---|---|
| Maximum | 104.2202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 84.6746 |
|---|---|
| 5-th percentile | 88.44481 |
| Q1 | 94.496475 |
| median | 99.0169 |
| Q3 | 101.84117 |
| 95-th percentile | 103.31315 |
| Maximum | 104.2202 |
| Range | 19.5456 |
| Interquartile range (IQR) | 7.3447 |
Descriptive statistics
| Standard deviation | 4.8379084 |
|---|---|
| Coefficient of variation (CV) | 0.049446207 |
| Kurtosis | -0.29600798 |
| Mean | 97.841851 |
| Median Absolute Deviation (MAD) | 3.2401 |
| Skewness | -0.81481489 |
| Sum | 27200.035 |
| Variance | 23.405357 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 88.4634 | 1 | 0.4% |
| 100.128 | 1 | 0.4% |
| 101.2493 | 1 | 0.4% |
| 100.9893 | 1 | 0.4% |
| 99.7482 | 1 | 0.4% |
| 99.6323 | 1 | 0.4% |
| 100.0865 | 1 | 0.4% |
| 100.337 | 1 | 0.4% |
| 100.0416 | 1 | 0.4% |
| 98.7427 | 1 | 0.4% |
| Other values (268) | 268 |
| Value | Count | Frequency (%) |
| 84.6746 | 1 | |
| 84.6812 | 1 | |
| 84.9436 | 1 | |
| 85.6853 | 1 | |
| 85.7903 | 1 | |
| 86.0108 | 1 | |
| 86.4689 | 1 | |
| 86.6393 | 1 | |
| 87.3821 | 1 | |
| 87.5809 | 1 |
| Value | Count | Frequency (%) |
| 104.2202 | 1 | |
| 104.1038 | 1 | |
| 104.0585 | 1 | |
| 104.0451 | 1 | |
| 104.0126 | 1 | |
| 103.9297 | 1 | |
| 103.6151 | 1 | |
| 103.5978 | 1 | |
| 103.5326 | 1 | |
| 103.4442 | 1 |
Retail Sales
Real number (ℝ)
High correlation
| Distinct | 278 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 448460.99 |
| Minimum | 283508 |
|---|---|
| Maximum | 730336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 283508 |
|---|---|
| 5-th percentile | 295547.2 |
| Q1 | 354954 |
| median | 417195 |
| Q3 | 506864 |
| 95-th percentile | 699751.3 |
| Maximum | 730336 |
| Range | 446828 |
| Interquartile range (IQR) | 151910 |
Descriptive statistics
| Standard deviation | 124287.45 |
|---|---|
| Coefficient of variation (CV) | 0.27714216 |
| Kurtosis | -0.35498455 |
| Mean | 448460.99 |
| Median Absolute Deviation (MAD) | 73147.5 |
| Skewness | 0.84490195 |
| Sum | 1.2467216 × 108 |
| Variance | 1.544737 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 283508 | 1 | 0.4% |
| 471630 | 1 | 0.4% |
| 490013 | 1 | 0.4% |
| 484848 | 1 | 0.4% |
| 484163 | 1 | 0.4% |
| 474449 | 1 | 0.4% |
| 473552 | 1 | 0.4% |
| 473546 | 1 | 0.4% |
| 473986 | 1 | 0.4% |
| 458375 | 1 | 0.4% |
| Other values (268) | 268 |
| Value | Count | Frequency (%) |
| 283508 | 1 | |
| 284262 | 1 | |
| 284951 | 1 | |
| 285054 | 1 | |
| 287372 | 1 | |
| 288410 | 1 | |
| 288833 | 1 | |
| 289576 | 1 | |
| 290385 | 1 | |
| 291167 | 1 |
| Value | Count | Frequency (%) |
| 730336 | 1 | |
| 725079 | 1 | |
| 724535 | 1 | |
| 722944 | 1 | |
| 720393 | 1 | |
| 716388 | 1 | |
| 710851 | 1 | |
| 710038 | 1 | |
| 704309 | 1 | |
| 702681 | 1 |
Consumer Sentiment
Real number (ℝ)
High correlation
| Distinct | 210 |
|---|---|
| Distinct (%) | 75.5% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.419424 |
| Minimum | 50 |
|---|---|
| Maximum | 103.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 59.485 |
| Q1 | 71.7 |
| median | 82.5 |
| Q3 | 92.6 |
| 95-th percentile | 98.4 |
| Maximum | 103.8 |
| Range | 53.8 |
| Interquartile range (IQR) | 20.9 |
Descriptive statistics
| Standard deviation | 12.624676 |
|---|---|
| Coefficient of variation (CV) | 0.1550573 |
| Kurtosis | -0.95447718 |
| Mean | 81.419424 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | -0.3229983 |
| Sum | 22634.6 |
| Variance | 159.38244 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 93 | 3 | 1.1% |
| 98.2 | 3 | 1.1% |
| 92.6 | 3 | 1.1% |
| 91.2 | 3 | 1.1% |
| 95.9 | 3 | 1.1% |
| 63.7 | 3 | 1.1% |
| 91.7 | 3 | 1.1% |
| 73.6 | 3 | 1.1% |
| 76.9 | 3 | 1.1% |
| 82.5 | 3 | 1.1% |
| Other values (200) | 248 |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 51.5 | 1 | |
| 55.3 | 1 | |
| 55.8 | 1 | |
| 56.3 | 1 | |
| 56.4 | 1 | |
| 56.7 | 1 | |
| 57.3 | 1 | |
| 57.6 | 1 | |
| 58.2 | 1 |
| Value | Count | Frequency (%) |
| 103.8 | 1 | |
| 101.4 | 1 | |
| 101 | 1 | |
| 100.7 | 1 | |
| 100.1 | 1 | |
| 100 | 1 | |
| 99.8 | 1 | |
| 99.7 | 1 | |
| 99.3 | 1 | |
| 98.8 | 1 |
Unemployment Rate
Real number (ℝ)
High correlation
| Distinct | 65 |
|---|---|
| Distinct (%) | 23.4% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7996403 |
| Minimum | 3.4 |
|---|---|
| Maximum | 14.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 3.4 |
|---|---|
| 5-th percentile | 3.6 |
| Q1 | 4.3 |
| median | 5.3 |
| Q3 | 6.7 |
| 95-th percentile | 9.6 |
| Maximum | 14.8 |
| Range | 11.4 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 1.9946227 |
|---|---|
| Coefficient of variation (CV) | 0.3439218 |
| Kurtosis | 1.2394543 |
| Mean | 5.7996403 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 1.1595056 |
| Sum | 1612.3 |
| Variance | 3.9785197 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.6 | 15 | 5.4% |
| 5 | 13 | 4.7% |
| 4.7 | 13 | 4.7% |
| 5.7 | 10 | 3.6% |
| 3.8 | 10 | 3.6% |
| 5.8 | 9 | 3.2% |
| 6.1 | 9 | 3.2% |
| 5.4 | 9 | 3.2% |
| 4.4 | 9 | 3.2% |
| 3.7 | 8 | 2.9% |
| Other values (55) | 173 |
| Value | Count | Frequency (%) |
| 3.4 | 1 | 0.4% |
| 3.5 | 8 | |
| 3.6 | 15 | |
| 3.7 | 8 | |
| 3.8 | 10 | |
| 3.9 | 6 | 2.2% |
| 4 | 8 | |
| 4.1 | 7 | |
| 4.2 | 6 | 2.2% |
| 4.3 | 3 | 1.1% |
| Value | Count | Frequency (%) |
| 14.8 | 1 | 0.4% |
| 13.2 | 1 | 0.4% |
| 11 | 1 | 0.4% |
| 10.2 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 9.9 | 4 | |
| 9.8 | 4 | |
| 9.6 | 2 | |
| 9.5 | 4 | |
| 9.4 | 4 |
Manufacturing PMI
Real number (ℝ)
| Distinct | 132 |
|---|---|
| Distinct (%) | 47.5% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.003957 |
| Minimum | 34.5 |
|---|---|
| Maximum | 63.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 34.5 |
|---|---|
| 5-th percentile | 46.3 |
| Q1 | 50.1 |
| median | 53 |
| Q3 | 56.3 |
| 95-th percentile | 60.415 |
| Maximum | 63.8 |
| Range | 29.3 |
| Interquartile range (IQR) | 6.2 |
Descriptive statistics
| Standard deviation | 4.8163626 |
|---|---|
| Coefficient of variation (CV) | 0.090867983 |
| Kurtosis | 1.3284019 |
| Mean | 53.003957 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | -0.69215525 |
| Sum | 14735.1 |
| Variance | 23.197349 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49 | 6 | 2.2% |
| 51.4 | 5 | 1.8% |
| 52.4 | 5 | 1.8% |
| 55.7 | 5 | 1.8% |
| 50.1 | 5 | 1.8% |
| 46.3 | 4 | 1.4% |
| 56.3 | 4 | 1.4% |
| 50.8 | 4 | 1.4% |
| 55.8 | 4 | 1.4% |
| 60.8 | 4 | 1.4% |
| Other values (122) | 232 |
| Value | Count | Frequency (%) |
| 34.5 | 1 | |
| 36.4 | 1 | |
| 36.6 | 1 | |
| 37.2 | 1 | |
| 38.2 | 1 | |
| 39 | 1 | |
| 39.9 | 1 | |
| 41.8 | 1 | |
| 43.5 | 1 | |
| 44.1 | 1 |
| Value | Count | Frequency (%) |
| 63.8 | 1 | 0.4% |
| 61.6 | 1 | 0.4% |
| 61.4 | 1 | 0.4% |
| 61.3 | 1 | 0.4% |
| 60.9 | 1 | 0.4% |
| 60.8 | 4 | |
| 60.7 | 1 | 0.4% |
| 60.6 | 2 | |
| 60.5 | 2 | |
| 60.4 | 1 | 0.4% |
S&P 500 Index
Real number (ℝ)
High correlation
| Distinct | 278 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2214.7419 |
| Minimum | 735.09 |
|---|---|
| Maximum | 6040.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 735.09 |
|---|---|
| 5-th percentile | 916.7925 |
| Q1 | 1208.2375 |
| median | 1657.26 |
| Q3 | 2909.7025 |
| 95-th percentile | 4781.203 |
| Maximum | 6040.53 |
| Range | 5305.44 |
| Interquartile range (IQR) | 1701.465 |
Descriptive statistics
| Standard deviation | 1314.9349 |
|---|---|
| Coefficient of variation (CV) | 0.59371924 |
| Kurtosis | 0.30280214 |
| Mean | 2214.7419 |
| Median Absolute Deviation (MAD) | 554.28 |
| Skewness | 1.1310685 |
| Sum | 615698.26 |
| Variance | 1729053.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2384.2 | 1 | 0.4% |
| 2575.26 | 1 | 0.4% |
| 2519.36 | 1 | 0.4% |
| 2471.65 | 1 | 0.4% |
| 2470.3 | 1 | 0.4% |
| 2423.41 | 1 | 0.4% |
| 2411.8 | 1 | 0.4% |
| 2362.72 | 1 | 0.4% |
| 2173.6 | 1 | 0.4% |
| 2363.64 | 1 | 0.4% |
| Other values (268) | 268 |
| Value | Count | Frequency (%) |
| 735.09 | 1 | |
| 797.87 | 1 | |
| 815.28 | 1 | |
| 825.88 | 1 | |
| 841.15 | 1 | |
| 848.18 | 1 | |
| 855.7 | 1 | |
| 872.81 | 1 | |
| 879.82 | 1 | |
| 885.76 | 1 |
| Value | Count | Frequency (%) |
| 6040.53 | 1 | |
| 6032.38 | 1 | |
| 5954.5 | 1 | |
| 5881.63 | 1 | |
| 5762.48 | 1 | |
| 5705.45 | 1 | |
| 5648.4 | 1 | |
| 5522.3 | 1 | |
| 5460.48 | 1 | |
| 5277.51 | 1 |
VIX Index
Real number (ℝ)
High correlation
| Distinct | 262 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.535108 |
| Minimum | 9.51 |
|---|---|
| Maximum | 59.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 9.51 |
|---|---|
| 5-th percentile | 11.536 |
| Q1 | 13.7275 |
| median | 17.115 |
| Q3 | 23.09 |
| 95-th percentile | 34.2085 |
| Maximum | 59.89 |
| Range | 50.38 |
| Interquartile range (IQR) | 9.3625 |
Descriptive statistics
| Standard deviation | 8.0655446 |
|---|---|
| Coefficient of variation (CV) | 0.41287433 |
| Kurtosis | 4.7335213 |
| Mean | 19.535108 |
| Median Absolute Deviation (MAD) | 3.805 |
| Skewness | 1.8775808 |
| Sum | 5430.76 |
| Variance | 65.05301 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.29 | 3 | 1.1% |
| 12.92 | 3 | 1.1% |
| 12.12 | 2 | 0.7% |
| 25.61 | 2 | 0.7% |
| 13.34 | 2 | 0.7% |
| 15.29 | 2 | 0.7% |
| 15.32 | 2 | 0.7% |
| 15.5 | 2 | 0.7% |
| 14.55 | 2 | 0.7% |
| 19.4 | 2 | 0.7% |
| Other values (252) | 256 |
| Value | Count | Frequency (%) |
| 9.51 | 1 | |
| 10.18 | 1 | |
| 10.26 | 1 | |
| 10.41 | 1 | |
| 10.42 | 1 | |
| 10.59 | 1 | |
| 10.82 | 1 | |
| 10.91 | 1 | |
| 11.04 | 1 | |
| 11.1 | 1 |
| Value | Count | Frequency (%) |
| 59.89 | 1 | |
| 55.84 | 1 | |
| 53.54 | 1 | |
| 46.35 | 1 | |
| 44.84 | 1 | |
| 44.14 | 1 | |
| 42.96 | 1 | |
| 40.11 | 1 | |
| 40 | 1 | |
| 39.69 | 1 |
Interactions
Correlations
| Consumer Sentiment | Core Inflation | Industrial Production | Inflation (CPI) | Interest Rate | Manufacturing PMI | Retail Sales | S&P 500 Index | Trade Balance | Unemployment Rate | VIX Index | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Consumer Sentiment | 1.000 | -0.188 | 0.069 | -0.191 | 0.127 | 0.314 | -0.134 | -0.029 | 0.287 | -0.261 | -0.518 |
| Core Inflation | -0.188 | 1.000 | 0.678 | 0.999 | -0.059 | -0.051 | 0.981 | 0.934 | -0.383 | -0.479 | -0.066 |
| Industrial Production | 0.069 | 0.678 | 1.000 | 0.689 | 0.343 | -0.003 | 0.766 | 0.792 | -0.449 | -0.762 | -0.366 |
| Inflation (CPI) | -0.191 | 0.999 | 0.689 | 1.000 | -0.052 | -0.050 | 0.984 | 0.939 | -0.394 | -0.485 | -0.073 |
| Interest Rate | 0.127 | -0.059 | 0.343 | -0.052 | 1.000 | -0.314 | 0.027 | 0.099 | -0.440 | -0.669 | -0.304 |
| Manufacturing PMI | 0.314 | -0.051 | -0.003 | -0.050 | -0.314 | 1.000 | -0.038 | 0.001 | -0.074 | 0.079 | -0.207 |
| Retail Sales | -0.134 | 0.981 | 0.766 | 0.984 | 0.027 | -0.038 | 1.000 | 0.974 | -0.460 | -0.567 | -0.150 |
| S&P 500 Index | -0.029 | 0.934 | 0.792 | 0.939 | 0.099 | 0.001 | 0.974 | 1.000 | -0.511 | -0.640 | -0.236 |
| Trade Balance | 0.287 | -0.383 | -0.449 | -0.394 | -0.440 | -0.074 | -0.460 | -0.511 | 1.000 | 0.512 | 0.091 |
| Unemployment Rate | -0.261 | -0.479 | -0.762 | -0.485 | -0.669 | 0.079 | -0.567 | -0.640 | 0.512 | 1.000 | 0.383 |
| VIX Index | -0.518 | -0.066 | -0.366 | -0.073 | -0.304 | -0.207 | -0.150 | -0.236 | 0.091 | 0.383 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Trade Balance | Inflation (CPI) | Core Inflation | Interest Rate | Industrial Production | Retail Sales | Consumer Sentiment | Unemployment Rate | Manufacturing PMI | S&P 500 Index | VIX Index | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DATE | |||||||||||
| 2002-01-01 | -29678.0 | 177.7 | 188.7 | 1.73 | 88.4634 | 283508.0 | 93.0 | 5.7 | NaN | NaN | NaN |
| 2002-02-01 | -32501.0 | 178.0 | 189.1 | 1.74 | 88.4578 | 285054.0 | 90.7 | 5.7 | 47.5 | 1130.21 | 21.09 |
| 2002-03-01 | -31161.0 | 178.5 | 189.2 | 1.73 | 89.1265 | 284262.0 | 95.7 | 5.7 | 50.7 | 1106.73 | 21.59 |
| 2002-04-01 | -33965.0 | 179.3 | 189.7 | 1.75 | 89.5507 | 288833.0 | 93.0 | 5.9 | 52.4 | 1147.39 | 17.40 |
| 2002-05-01 | -34026.0 | 179.5 | 190.0 | 1.75 | 89.9348 | 284951.0 | 96.9 | 5.8 | 52.4 | 1076.92 | 21.91 |
| 2002-06-01 | -34732.0 | 179.6 | 190.2 | 1.75 | 90.6736 | 287372.0 | 92.4 | 5.8 | 53.1 | 1067.14 | 19.98 |
| 2002-07-01 | -33913.0 | 180.0 | 190.5 | 1.73 | 90.6436 | 290385.0 | 88.1 | 5.8 | 53.6 | 989.81 | 25.40 |
| 2002-08-01 | -36385.0 | 180.5 | 191.1 | 1.74 | 90.5505 | 292650.0 | 87.6 | 5.7 | 50.2 | 911.62 | 32.03 |
| 2002-09-01 | -36088.0 | 180.8 | 191.3 | 1.75 | 90.6373 | 288410.0 | 86.1 | 5.7 | 50.3 | 916.07 | 32.64 |
| 2002-10-01 | -35095.0 | 181.2 | 191.5 | 1.75 | 90.3988 | 289576.0 | 80.6 | 5.7 | 50.5 | 815.28 | 39.69 |
| Trade Balance | Inflation (CPI) | Core Inflation | Interest Rate | Industrial Production | Retail Sales | Consumer Sentiment | Unemployment Rate | Manufacturing PMI | S&P 500 Index | VIX Index | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DATE | |||||||||||
| 2024-06-01 | -74180.0 | 313.131 | 318.343 | 5.33 | 103.2534 | 702350.0 | 68.2 | 4.1 | 48.5 | 5277.51 | 12.92 |
| 2024-07-01 | -79886.0 | 313.566 | 318.933 | 5.33 | 102.5192 | 710851.0 | 66.4 | 4.2 | 48.3 | 5460.48 | 12.44 |
| 2024-08-01 | -71444.0 | 314.131 | 319.839 | 5.33 | 103.0196 | 710038.0 | 67.9 | 4.2 | 47.0 | 5522.30 | 16.36 |
| 2024-09-01 | -85014.0 | 314.851 | 320.835 | 5.13 | 102.5954 | 716388.0 | 70.1 | 4.1 | 47.5 | 5648.40 | 15.00 |
| 2024-10-01 | -73727.0 | 315.564 | 321.688 | 4.83 | 102.2138 | 720393.0 | 70.5 | 4.1 | 47.5 | 5762.48 | 16.73 |
| 2024-11-01 | -78239.0 | 316.449 | 322.619 | 4.64 | 101.9619 | 725079.0 | 71.8 | 4.2 | 46.9 | 5705.45 | 23.16 |
| 2024-12-01 | -98062.0 | 317.603 | 323.296 | 4.48 | 103.1177 | 730336.0 | 74.0 | 4.1 | 48.4 | 6032.38 | 13.51 |
| 2025-01-01 | -130652.0 | 319.086 | 324.739 | 4.33 | 103.3418 | 722944.0 | 71.7 | 4.0 | 49.2 | 5881.63 | 17.35 |
| 2025-02-01 | -122662.0 | 319.775 | 325.475 | 4.33 | 104.2202 | 724535.0 | 64.7 | 4.1 | 50.9 | 6040.53 | 16.43 |
| 2025-03-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 50.3 | 5954.50 | 19.63 |